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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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#python #agent #llm #llm_agent #llm_reasoning #machine_learning_systems #mlsys #reinforcement_learning #rl

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Venture Village Wall 🦄

@venturevillagewall · Post #4106 · 02/09/2025, 01:00 PM

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New Gift Trends in the Market 🎁 Analysts suggest new gifts like the Mini Oscar and Genie Lamp are poised for growth. Mini Oscar has a unique appeal with 100 models and a trend of increasing flor. Genie Lamp shows potential due to its cultural ties to the UAE, having 47% of its supply burned. Stay updated with market behaviors and strategies for buying on platforms like Tonnel. Notably, upcoming updates from Fragment may boost gift dynamics. 📈 This isn’t financial advice—invest wisely! More details on gift dynamics and trading can be found at @TonUP_SRP. #Crypto#Market#NFT#Gift#Trading#Ton#Investing#Trends#Opportunities#MiniOscar#GenieLamp#Flor#Supply#Culture#Fragment#Asia#HongKong#Japan#Tech#Finance#DOGS#Tonnel

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#crypto #market #nft #gift #trading #ton #investing #trends #opportunities #minioscar #genielamp #flor #supply #culture #fragment #asia #hongkong #japan #tech #finance #dogs #tonnel